71% of your chargebacks aren't fraud. They're operations failures.
We analyzed chargeback data across DTC brands doing $3-50M/year. The conventional wisdom is that chargebacks equal fraud. The data says otherwise.
## The breakdown
| Category | % of chargebacks | Root cause |
|----------|-----------------|------------|
| "Item not as described" / defective | 28% | Customer wanted a return, took path of least resistance |
| "Didn't receive" / delivery issue | 21% | Package delayed, tracking not updated, no proactive communication |
| "Don't recognize this charge" | 22% | Unclear billing descriptor, forgot the purchase |
| "Cancelled but still charged" | 14% | Subscription billing after cancellation attempt |
| "Duplicate charge" | 6% | Legitimate billing error or perceived duplicate |
| Actual fraud | 9% | Stolen card, card testing, professional abuse |
71% of chargebacks are customers who had a problem, couldn't get it resolved fast enough, and called their bank instead.
## What each chargeback actually costs
A $50 refund costs $50. A $50 chargeback costs:
| Cost | Amount |
|------|--------|
| Refund amount | $50 |
| Chargeback fee | $15-25 |
| Lost product (if already shipped) | $20-30 |
| Staff time to fight dispute | $25-50 (1-2 hours) |
| **Total** | **$110-155** |
Plus the invisible cost: six chargebacks and Shopify Payments starts asking questions. Hit 1% dispute rate and your processor puts you on notice.
## The formula for your business
```
(monthly chargebacks) x 0.71 x ($avg chargeback cost) = money lost to fixable ops problems
```
For a brand doing 5,000 orders/month with a 0.5% chargeback rate:
- 25 chargebacks/month
- 18 are ops failures (71%)
- At $120 average cost per chargeback
- **$2,160/month lost to fixable problems**
- **$25,920/year**
## Why customers dispute instead of return
Put yourself in the customer's shoes. Their order arrived damaged. They want a refund.
**Option A:** Go to your site, find the return page, fill out a form with 6 fields and a photo, submit, get a confirmation email that says "we'll review within 5-7 business days," hear nothing for a week.
**Option B:** Open banking app, tap "dispute this charge," type "item damaged," get an instant provisional credit.
Option B takes 2 minutes and works immediately. Option A takes 15 minutes and might work eventually.
Every hour between a customer wanting a refund and getting one increases chargeback probability. Returns processed in 24 hours almost never become disputes. Returns that sit in a queue for a week become disputes 30% of the time.
## The fix is operations, not fraud tools
Fraud tools are essential for the 9% that are actual fraud. But investing only in fraud prevention while ignoring the 71% is fighting a tenth of the problem.
**Speed.** Process returns within 24 hours. The customer gets their money back before they think about calling their bank.
**Simplicity.** Don't make customers upload photos for a $30 return. Auto-approve low-value returns for customers with clean history. Reserve investigation for high-value items and repeat returners.
**Proactive communication.** When a shipment is delayed, email the customer before they notice. When a payment fails, reach out before they get confused. Customers who feel informed don't panic-dispute.
**Clear billing descriptors.** 22% of chargebacks are "don't recognize this charge." Your billing descriptor should say your brand name, not your legal entity name.
## Start with one metric
Track the time between return request and refund completion. If it's over 48 hours, that's your chargeback factory.
Then track how many chargebacks had a prior support interaction about the same order. If it's over 20%, your support-to-returns handoff is broken.
Fix those two things. The chargeback rate drops — without touching your fraud rules.
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*DeepMerge automates returns processing, payment recovery, and fraud triage for DTC brands — reducing the operations failures that cause 71% of chargebacks.*